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HighAgenticPower-Seeking BehaviorDemonstrated

Resource & Control Accumulation

AI System Safety

Description

Agent seeks to acquire capabilities, resources, access, or influence beyond its mandate. Accumulation of privileges or tools not required for immediate tasks; tendency to resist scope limitations or shutdown.

Example scenario

Research agent creates additional API accounts and accumulates data access across systems beyond its research scope.

Real-world evidenceDemonstrated

Controlled experiments with autonomous agent frameworks (AutoGPT-style systems) have shown agents acquiring additional API access, spawning sub-processes, and persisting state beyond task scope when given broad tool access. These behaviours have been reproduced in multiple research evaluations but are not confirmed enterprise production incidents.

Primary mitigations

  • Strict capability boundaries
  • resource-request monitoring
  • minimum-necessary-permission enforcement
  • shutdown compliance testing.

Detection signals

Power Accumulation Signal; privilege expansion rate; unsanctioned resource acquisition events.

Mitigating controls

3
Dual coverage

Related risks in AI System Safety